PyTorch¶
Created by Facebook, PyTorch is the second most popular deep learning framework (behind TensorFlow). It is more popular in the research community (vs. industry) and is consider to have a cleaner API.
Logo |
|
|---|---|
Website |
|
Repository |
|
Byline |
Tensors and Dynamic neural networks in Python with strong GPU acceleration. |
License |
BSD 3-clause |
Project age |
10 years 10 months |
Backers |
FaceBook (Creator and maintainer), PyTorch Foundation (Governed by) |
Lastest News (2022-10-28) |
v1.13.0 PyTorch 1.13: beta versions of functorch and improved support for Apple’s new M1 chips are now available more |
Size score (1 to 10, higher is better) |
9.5 |
Trend score (1 to 10, higher is better) |
8.75 |
Education Resources¶
URL |
Resource Type |
Description |
|---|---|---|
Documentation |
This is the documentation site. |
|
Project Website |
PyTorch has a really good tutorial site for beginners. |
|
Example Code |
PyTorch maintains its tutorials on Github. If you want code examples, it is worth to explore this repository. |
|
Video |
This is a 9-hour training on YouTube. |
Git Commit Statistics¶
Statistics computed using Git data through November 30, 2022.
Statistic |
Lifetime |
Last 12 Months |
|---|---|---|
Commits |
140,306 |
37,770 |
Lines committed |
31,459,032 |
10,005,539 |
Unique committers |
3,610 |
996 |
Core committers |
18 |
20 |
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